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Cuntai Guan
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Cited by
Year
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI
E Tjoa, C Guan
IEEE Transactions on Neural Networks and Learning Systems 32 (11), 4793 - 4813, 2021
21282021
Filter bank common spatial pattern (FBCSP) in brain-computer interface
KK Ang, ZY Chin, H Zhang, C Guan
2008 IEEE international joint conference on neural networks (IJCNN), IEEE …, 2008
17562008
Filter bank common spatial pattern algorithm on BCI competition iv datasets 2a and 2b
KK Ang, ZY Chin, C Wang, C Guan, H Zhang
Frontiers in Neuroscience 6 (39), 2012
13222012
Regularizing common spatial patterns to improve BCI designs: unified theory and new algorithms
F Lotte, C Guan
IEEE Transactions on biomedical Engineering 58 (2), 355-362, 2010
11962010
Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain–computer interface
R Sitaram, H Zhang, C Guan, M Thulasidas, Y Hoshi, A Ishikawa, K Shimizu, N ...
NeuroImage 34, 1416-1427, 2007
7472007
Learning Temporal Information for Brain-Computer Interface using Convolutional Neural Networks
S Sakhavi, C Guan, S Yan
IEEE Transactions on Neural Networks and Learning Systems 29 (11), 5619-5629, 2018
6312018
A randomized controlled trial of EEG-based motor imagery brain-computer interface robotic rehabilitation for stroke
KK Ang, KSG Chua, KS Phua, C Wang, ZY Chin, CWK Kuah, W Low, ...
Clinical EEG and Neuroscience 46 (4), 1-11, 2015
6292015
Time-Series Representation Learning via Temporal and Contextual Contrasting
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li, C Guan
Thirtieth International Joint Conference on Artificial Intelligence (IJCAI …, 2021
5702021
A brain controlled wheelchair to navigate in familiar environments
B Rebsamen, C Guan, H Zhang, C Wang, C Teo, MH Ang, E Burdet
IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (6 …, 2010
5402010
An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG
E Eldele, Z Chen, C Liu, M Wu, CK Kwoh, X Li, C Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 809-818, 2021
5022021
Optimizing the channel selection and classification accuracy in EEG-based BCI
M Arvaneh, C Guan, KK Ang, C Quek
IEEE transactions on biomedical engineering 58 (6), 1865-1873, 2011
4982011
Brain-computer interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke
KK Ang, C Guan, KS Phua, C Wang, L Zhou, KY Tang, GJE Joseph, ...
Frontiers in Neuroengineering 7, 2014
3982014
A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration
L Bi, AG Feleke, C Guan
Biomedical Signal Processing and Control 51, 113-127, 2019
3972019
BCI for Stroke Rehabilitation: Motor and Beyond
R Mane, T Chouhan, C Guan
Journal of Neural Engineering 17 (4), pp1-21, 2020
3872020
An EEG-based BCI system for 2-D cursor control by combining Mu/Beta rhythm and P300 potential
Y Li, J Long, T Yu, Z Yu, C Wang, H Zhang, C Guan
IEEE Transactions on Biomedical Engineering 57 (10), 2495-2505, 2010
3842010
Robust classification of EEG signal for brain-computer interface
M Thulasidas, C Guan, J Wu
IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (1), 24-29, 2006
3722006
Regularized common spatial pattern with aggregation for EEG classification in small-sample setting
H Lu, HL Eng, C Guan, KN Plataniotis, AN Venetsanopoulos
IEEE transactions on Biomedical Engineering 57 (12), 2936-2946, 2010
3562010
Controlling a wheelchair indoors using thought
B Rebsamen, E Burdet, C Guan, H Zhang, CL Teo, Q Zeng, C Laugier, ...
IEEE intelligent systems 22 (2), 18-24, 2007
3542007
A new discriminative common spatial pattern method for motor imagery brain–computer interfaces
KP Thomas, C Guan, CT Lau, AP Vinod, KK Ang
IEEE transactions on biomedical engineering 56 (11), 2730-2733, 2009
3522009
Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks
OY Kwon, MH Lee, C Guan, SW Lee
IEEE Transactions on Neural Networks and Learning Systems, 31 (10), 3839 - 3852, 2020
3432020
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Articles 1–20